Atomic layer deposition-derived FePt alloy catalysts exhibit superb hydrogen evolution reaction (HER) activity under tuning of their composition, where the electronic structure is modulated by the ligand effect. We demonstrate that HER activity can be correlated with the calculated d-band center via a linear relationship.